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Data exploration and visualization In order to visualize our clusters, we use Uniform Manifold Approximation and Projection (UMAP) 44 which turns our 512 dimensioned embeddings data into a visualizable, two-dimensional representation

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Abbreviations CNS: Central nervous system CVOT: Cardiovascular outcome trial GIP: Glucose-dependent insulinotropic polypeptide GIPR: Glucose-dependent insulinotropic polypeptide receptor GLP-1: Glucagon-like peptide-1 GLP-1R: Glucagon-like peptide-1 receptor GLP-1RA: Glucagon-like peptide-1 receptor agonist GPR: G-protein-coupled receptor HFpEF: Heart failure and preserved ejection fraction IEL: Intraepithelial lymphocyte LPS: Lipopolysaccharide MACE: Major adverse cardiovascular events MPGF: Major proglucagon fragment MTC: Medullary thyroid cancer NASH: Non-alcoholic steatohepatitis SGLT: Sodiumglucose cotransporter WAT: White adipose tissue References Bayliss WM, Starling EH (1902) The mechanism of pancreatic secretion

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